90 day-ahead forecasting on PM2.5 Delhi JAN-FEB-MAR
38.24MAEGCSVR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 38.24 | 51.67 | 1.5 | 29.99 | 19.12 | 31.05 | |
| NBeatsModel Category=Temporal Model2026.05 | 50.23 | 66.3 | 1.43 | 47.9 | 38.46 | 68.19 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 50.66 | 68.84 | 1.45 | 40.2 | 29.13 | 69.47 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 51.9 | 73.24 | 1.47 | 41.39 | 34.91 | 74.53 | |
| Trans.Model Category=Temporal Model2026.05 | 52.24 | 75.09 | 1.48 | 41.7 | 36.48 | 77.78 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 77.69 | 90.16 | 2.2 | 110.7 | 60.86 | 73.7 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 80.22 | 92.99 | 2.28 | 110.3 | 63.74 | 75.95 | |
| ARIMAModel Category=Temporal Model2026.05 | 87.2 | 97.95 | 2.47 | 59.7 | 27.03 | 83.53 | |
| DeepARModel Category=Temporal Model2026.05 | 108.36 | 127 | 3.09 | 142 | 86.69 | 82.09 | |
| LSTMModel Category=Temporal Model2026.05 | 108.92 | 127.48 | 3.1 | 143.6 | 87.13 | 82.09 |